/* * Copyright (c) 2018-2021 Arm Limited. * * SPDX-License-Identifier: MIT * * Permission is hereby granted, free of charge, to any person obtaining a copy * of this software and associated documentation files (the "Software"), to * deal in the Software without restriction, including without limitation the * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or * sell copies of the Software, and to permit persons to whom the Software is * furnished to do so, subject to the following conditions: * * The above copyright notice and this permission notice shall be included in all * copies or substantial portions of the Software. * * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE * SOFTWARE. */ #ifndef ARM_COMPUTE_NEON_REDUCE_MEAN_H #define ARM_COMPUTE_NEON_REDUCE_MEAN_H #include "arm_compute/runtime/IFunction.h" #include "arm_compute/core/Types.h" #include "arm_compute/runtime/MemoryGroup.h" #include "arm_compute/runtime/NEON/functions/NEDequantizationLayer.h" #include "arm_compute/runtime/NEON/functions/NEQuantizationLayer.h" #include "arm_compute/runtime/NEON/functions/NEReductionOperation.h" #include "arm_compute/runtime/NEON/functions/NEReshapeLayer.h" #include "arm_compute/runtime/Tensor.h" namespace arm_compute { /** Basic function to perform reduce operation */ class NEReduceMean : public IFunction { public: /** Constructor */ NEReduceMean(std::shared_ptr memory_manager = nullptr); /** Prevent instances of this class from being copied (As this class contains pointers) */ NEReduceMean(const NEReduceMean &) = delete; /** Prevent instances of this class from being copied (As this class contains pointers) */ NEReduceMean &operator=(const NEReduceMean &) = delete; /** Prevent instances of this class from being moved (As this class contains non movable objects) */ NEReduceMean(NEReduceMean &&) = delete; /** Prevent instances of this class from being moved (As this class contains non movable objects) */ NEReduceMean &operator=(NEReduceMean &&) = delete; /** Default destructor */ ~NEReduceMean(); /** Configure kernel * * Valid data layouts: * - All * * Valid data type configurations: * |src |dst | * |:--------------|:--------------| * |QASYMM8 |QASYMM8 | * |QASYMM8_SIGNED |QASYMM8_SIGNED | * |F16 |F16 | * |F32 |F32 | * * @note Supported tensor rank: up to 4 * * @param[in] input Source tensor. Data type supported: QASYMM8_SIGNED/QASYMM8/F16/F32 * @param[in] reduction_axis Reduction axis vector. * @param[in] keep_dims If positive, retains reduced dimensions with length 1. * @param[out] output Destination tensor. Data type supported: Same as @p input */ void configure(ITensor *input, const Coordinates &reduction_axis, bool keep_dims, ITensor *output); /** Static function to check if given info will lead to a valid configuration of @ref NEReduceMean * * @param[in] input Source tensor. Data type supported: QASYMM8_SIGNED/QASYMM8/F16/F32 * @param[in] reduction_axis Reduction axis vector. * @param[in] keep_dims If positive, retains reduced dimensions with length 1. * @param[in] output Destination tensor. Data type supported: Same as @p input * * @return A status */ static Status validate(const ITensorInfo *input, const Coordinates &reduction_axis, bool keep_dims, const ITensorInfo *output); // Inherited methods overridden: void run() override; private: MemoryGroup _memory_group; std::vector _reduction_kernels; std::vector _reduced_outs; NEReshapeLayer _reshape; NEDequantizationLayer _dequant; NEQuantizationLayer _requant; int _reduction_ops; bool _keep_dims; bool _do_requant; Tensor _input_no_quant; Tensor _output_no_quant; }; } // namespace arm_compute #endif /* ARM_COMPUTE_NEON_REDUCE_MEAN_H */